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使用锚文本进行查询重构

Query Reformulation Using Anchor Text
课程网址: http://videolectures.net/wsdm2010_dang_qrua/  
主讲教师: Van Dang
开课单位: 马萨诸塞大学
开课时间: 2010-02-22
课程语种: 英语
中文简介:
研究了基于查询日志的查询重构技术,作为一种捕捉用户意图、提高检索效率的方法。然而,这些技术的评估主要集中在专有查询日志和所选查询示例上。在本文中,我们建议锚文本可以有效地替代查询日志,并研究使用标准TREC集合的一系列查询重构技术(包括基于日志的词根提取、替换和扩展)的有效性。我们的结果表明,基于日志的查询重构技术对于标准集合确实是有效的,但是扩展是一种比字替换更安全的查询修改形式。我们还表明,对于这些技术来说,使用锚文本作为模拟查询日志与实际日志一样有效。
课程简介: Query reformulation techniques based on query logs have been studied as a method of capturing user intent and improving retrieval effectiveness. The evaluation of these techniques has primarily, however, focused on proprietary query logs and selected samples of queries. In this paper, we suggest that anchor text, which is readily available, can be an effective substitute for a query log and study the effectiveness of a range of query reformulation techniques (including log-based stemming, substitution, and expansion) using standard TREC collections. Our results show that log- based query reformulation techniques are indeed effective with standard collections, but expansion is a much safer form of query modification than word substitution. We also show that using anchor text as a simulated query log is as least as effective as a real log for these techniques.
关 键 词: 计算机科学; WEB搜索; 锚文本
课程来源: 视频讲座网
最后编审: 2020-07-13:yumf
阅读次数: 33